Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 360 |
| Missing cells | 270 |
| Missing cells (%) | 6.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 31.1 KiB |
| Average record size in memory | 88.4 B |
Variable types
| NUM | 10 |
|---|---|
| CAT | 1 |
production_layers_compounds_ipu_thsdtonnes is highly correlated with year | High correlation |
year is highly correlated with production_layers_compounds_ipu_thsdtonnes | High correlation |
production_layers_compounds_rtl_thsdtonnes is highly correlated with production_broiler_chicken_compounds_rtl_thsdtonnes | High correlation |
production_broiler_chicken_compounds_rtl_thsdtonnes is highly correlated with production_layers_compounds_rtl_thsdtonnes and 1 other fields | High correlation |
production_total_poultry_feed_rtl_thsdtonnes is highly correlated with production_broiler_chicken_compounds_rtl_thsdtonnes | High correlation |
production_total_production_ipu_thsdtonnes is highly correlated with production_broiler_chicken_compounds_ipu_thsdtonnes | High correlation |
production_broiler_chicken_compounds_ipu_thsdtonnes is highly correlated with production_total_production_ipu_thsdtonnes | High correlation |
production_broiler_chicken_compounds_ipu_thsdtonnes has 42 (11.7%) missing values | Missing |
production_broiler_chicken_compounds_rtl_thsdtonnes has 6 (1.7%) missing values | Missing |
production_layers_compounds_ipu_thsdtonnes has 42 (11.7%) missing values | Missing |
production_layers_compounds_rtl_thsdtonnes has 6 (1.7%) missing values | Missing |
production_total_poultry_feed_rtl_thsdtonnes has 6 (1.7%) missing values | Missing |
production_total_production_ipu_thsdtonnes has 42 (11.7%) missing values | Missing |
production_broiler_chicken_compounds_thsdtonnes has 42 (11.7%) missing values | Missing |
production_layers_compounds_thsdtonnes has 42 (11.7%) missing values | Missing |
production_total_poultry_feed_thsdtonnes has 42 (11.7%) missing values | Missing |
month is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2022-04-08 17:19:55.226397 |
|---|---|
| Analysis finished | 2022-04-08 17:20:22.176392 |
| Duration | 26.95 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 31 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007 |
|---|---|
| Minimum | 1992 |
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1992 |
|---|---|
| 5-th percentile | 1993.95 |
| Q1 | 1999.75 |
| median | 2007 |
| Q3 | 2014.25 |
| 95-th percentile | 2020.05 |
| Maximum | 2022 |
| Range | 30 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 8.681937835 |
|---|---|
| Coefficient of variation (CV) | 0.004325828518 |
| Kurtosis | -1.194611979 |
| Mean | 2007 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0 |
| Sum | 722520 |
| Variance | 75.37604457 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) | |
| 2011 | 12 | 3.3% | |
| 2010 | 12 | 3.3% | |
| 2016 | 12 | 3.3% | |
| 1996 | 12 | 3.3% | |
| 2009 | 12 | 3.3% | |
| 2007 | 12 | 3.3% | |
| 2012 | 12 | 3.3% | |
| 1999 | 12 | 3.3% | |
| 1997 | 12 | 3.3% | |
| 2006 | 12 | 3.3% | |
| Other values (21) | 240 | 66.7% |
| Value | Count | Frequency (%) | |
| 1992 | 6 | 1.7% | |
| 1993 | 12 | 3.3% | |
| 1994 | 12 | 3.3% | |
| 1995 | 12 | 3.3% | |
| 1996 | 12 | 3.3% |
| Value | Count | Frequency (%) | |
| 2022 | 6 | 1.7% | |
| 2021 | 12 | 3.3% | |
| 2020 | 12 | 3.3% | |
| 2019 | 12 | 3.3% | |
| 2018 | 12 | 3.3% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| Jun | |
|---|---|
| Nov | |
| Dec | |
| May | |
| Sep | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Jun | 30 | 8.3% | |
| Nov | 30 | 8.3% | |
| Dec | 30 | 8.3% | |
| May | 30 | 8.3% | |
| Sep | 30 | 8.3% | |
| Feb | 30 | 8.3% | |
| Mar | 30 | 8.3% | |
| Jan | 30 | 8.3% | |
| Apr | 30 | 8.3% | |
| Oct | 30 | 8.3% | |
| Other values (2) | 60 | 16.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 259 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158.0727673 |
|---|---|
| Minimum | 109.8 |
| Maximum | 215.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 109.8 |
|---|---|
| 5-th percentile | 115.785 |
| Q1 | 145.45 |
| median | 156.6 |
| Q3 | 175.2 |
| 95-th percentile | 198.345 |
| Maximum | 215.6 |
| Range | 105.8 |
| Interquartile range (IQR) | 29.75 |
Descriptive statistics
| Standard deviation | 24.34205939 |
|---|---|
| Coefficient of variation (CV) | 0.1539927453 |
| Kurtosis | -0.3178881038 |
| Mean | 158.0727673 |
| Median Absolute Deviation (MAD) | 14.35 |
| Skewness | 0.03645615906 |
| Sum | 50267.14 |
| Variance | 592.5358554 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 156.1 | 4 | 1.1% | |
| 156.9 | 4 | 1.1% | |
| 152.2 | 3 | 0.8% | |
| 158.9 | 3 | 0.8% | |
| 180.4 | 3 | 0.8% | |
| 160.5 | 2 | 0.6% | |
| 146.7 | 2 | 0.6% | |
| 161.3 | 2 | 0.6% | |
| 183 | 2 | 0.6% | |
| 116.3 | 2 | 0.6% | |
| Other values (249) | 291 | 80.8% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 109.8 | 1 | 0.3% | |
| 109.9 | 1 | 0.3% | |
| 110 | 1 | 0.3% | |
| 111.6 | 2 | 0.6% | |
| 111.8 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 215.6 | 1 | 0.3% | |
| 214.6 | 1 | 0.3% | |
| 213.9 | 1 | 0.3% | |
| 211.8 | 1 | 0.3% | |
| 210.6 | 1 | 0.3% |
| Distinct | 272 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.7920904 |
|---|---|
| Minimum | 58.9 |
| Maximum | 229.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 58.9 |
|---|---|
| 5-th percentile | 68.53 |
| Q1 | 76.35 |
| median | 88.85 |
| Q3 | 123.9 |
| 95-th percentile | 190.845 |
| Maximum | 229.2 |
| Range | 170.3 |
| Interquartile range (IQR) | 47.55 |
Descriptive statistics
| Standard deviation | 41.03329049 |
|---|---|
| Coefficient of variation (CV) | 0.3842352963 |
| Kurtosis | 0.1597941768 |
| Mean | 106.7920904 |
| Median Absolute Deviation (MAD) | 16.15 |
| Skewness | 1.151824619 |
| Sum | 37804.4 |
| Variance | 1683.730929 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 167.7 | 4 | 1.1% | |
| 72.7 | 4 | 1.1% | |
| 83.8 | 4 | 1.1% | |
| 77.3 | 4 | 1.1% | |
| 75.4 | 3 | 0.8% | |
| 96.3 | 3 | 0.8% | |
| 82.4 | 3 | 0.8% | |
| 92.6 | 3 | 0.8% | |
| 92.5 | 3 | 0.8% | |
| 75.6 | 3 | 0.8% | |
| Other values (262) | 320 | 88.9% | |
| (Missing) | 6 | 1.7% |
| Value | Count | Frequency (%) | |
| 58.9 | 1 | 0.3% | |
| 59 | 1 | 0.3% | |
| 62.2 | 1 | 0.3% | |
| 63 | 1 | 0.3% | |
| 63.4 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 229.2 | 1 | 0.3% | |
| 223.3 | 1 | 0.3% | |
| 220.2 | 1 | 0.3% | |
| 219.1 | 1 | 0.3% | |
| 213.3 | 1 | 0.3% |
| Distinct | 166 |
|---|---|
| Distinct (%) | 52.2% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.09012579 |
|---|---|
| Minimum | 8.3 |
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 8.3 |
|---|---|
| 5-th percentile | 11.3 |
| Q1 | 14.025 |
| median | 18.65 |
| Q3 | 22.5 |
| 95-th percentile | 29.275 |
| Maximum | 39 |
| Range | 30.7 |
| Interquartile range (IQR) | 8.475 |
Descriptive statistics
| Standard deviation | 6.081944265 |
|---|---|
| Coefficient of variation (CV) | 0.3185911048 |
| Kurtosis | -0.1108501137 |
| Mean | 19.09012579 |
| Median Absolute Deviation (MAD) | 4.35 |
| Skewness | 0.6105154838 |
| Sum | 6070.66 |
| Variance | 36.99004604 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14.3 | 6 | 1.7% | |
| 19.4 | 6 | 1.7% | |
| 11.8 | 5 | 1.4% | |
| 12 | 5 | 1.4% | |
| 14.8 | 4 | 1.1% | |
| 14 | 4 | 1.1% | |
| 13 | 4 | 1.1% | |
| 14.5 | 4 | 1.1% | |
| 21.3 | 4 | 1.1% | |
| 13.1 | 4 | 1.1% | |
| Other values (156) | 272 | 75.6% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 8.3 | 1 | 0.3% | |
| 8.5 | 1 | 0.3% | |
| 8.7 | 2 | 0.6% | |
| 8.8 | 1 | 0.3% | |
| 9.5 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 0.3% | |
| 35 | 1 | 0.3% | |
| 34.76 | 1 | 0.3% | |
| 34.7 | 2 | 0.6% | |
| 34.6 | 1 | 0.3% |
| Distinct | 238 |
|---|---|
| Distinct (%) | 67.2% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.88672316 |
|---|---|
| Minimum | 56.5 |
| Maximum | 115.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 56.5 |
|---|---|
| 5-th percentile | 59.4 |
| Q1 | 66.625 |
| median | 75.4 |
| Q3 | 86.15 |
| 95-th percentile | 100.75 |
| Maximum | 115.6 |
| Range | 59.1 |
| Interquartile range (IQR) | 19.525 |
Descriptive statistics
| Standard deviation | 12.95411248 |
|---|---|
| Coefficient of variation (CV) | 0.1684830871 |
| Kurtosis | -0.2033152354 |
| Mean | 76.88672316 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.6167017552 |
| Sum | 27217.9 |
| Variance | 167.80903 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 66.8 | 4 | 1.1% | |
| 65.6 | 4 | 1.1% | |
| 61.6 | 4 | 1.1% | |
| 76.1 | 4 | 1.1% | |
| 69.6 | 4 | 1.1% | |
| 80.4 | 3 | 0.8% | |
| 81.2 | 3 | 0.8% | |
| 77.5 | 3 | 0.8% | |
| 82.1 | 3 | 0.8% | |
| 65.2 | 3 | 0.8% | |
| Other values (228) | 319 | 88.6% | |
| (Missing) | 6 | 1.7% |
| Value | Count | Frequency (%) | |
| 56.5 | 2 | 0.6% | |
| 56.7 | 1 | 0.3% | |
| 56.8 | 1 | 0.3% | |
| 57.4 | 3 | 0.8% | |
| 57.6 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 115.6 | 1 | 0.3% | |
| 114.3 | 1 | 0.3% | |
| 111.7 | 1 | 0.3% | |
| 111.3 | 1 | 0.3% | |
| 110.8 | 1 | 0.3% |
| Distinct | 312 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 263.0929379 |
|---|---|
| Minimum | 179.1 |
| Maximum | 442.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 179.1 |
|---|---|
| 5-th percentile | 200.165 |
| Q1 | 226.3 |
| median | 244.95 |
| Q3 | 288.575 |
| 95-th percentile | 375.69 |
| Maximum | 442.4 |
| Range | 263.3 |
| Interquartile range (IQR) | 62.275 |
Descriptive statistics
| Standard deviation | 54.11016704 |
|---|---|
| Coefficient of variation (CV) | 0.2056694014 |
| Kurtosis | 0.44683932 |
| Mean | 263.0929379 |
| Median Absolute Deviation (MAD) | 24.2 |
| Skewness | 1.088983268 |
| Sum | 93134.9 |
| Variance | 2927.910177 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 247.8 | 3 | 0.8% | |
| 297.5 | 3 | 0.8% | |
| 246.6 | 3 | 0.8% | |
| 243.3 | 3 | 0.8% | |
| 228.6 | 3 | 0.8% | |
| 236.6 | 2 | 0.6% | |
| 231.9 | 2 | 0.6% | |
| 246.7 | 2 | 0.6% | |
| 191.1 | 2 | 0.6% | |
| 227.4 | 2 | 0.6% | |
| Other values (302) | 329 | 91.4% | |
| (Missing) | 6 | 1.7% |
| Value | Count | Frequency (%) | |
| 179.1 | 1 | 0.3% | |
| 179.9 | 1 | 0.3% | |
| 180.7 | 1 | 0.3% | |
| 184.5 | 1 | 0.3% | |
| 187.7 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 442.4 | 1 | 0.3% | |
| 417.7 | 1 | 0.3% | |
| 414.8 | 1 | 0.3% | |
| 409.3 | 1 | 0.3% | |
| 408.2 | 1 | 0.3% |
| Distinct | 276 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 222.3051258 |
|---|---|
| Minimum | 153.7 |
| Maximum | 298.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 153.7 |
|---|---|
| 5-th percentile | 163.025 |
| Q1 | 200.6 |
| median | 219.95 |
| Q3 | 246.29 |
| 95-th percentile | 283.46 |
| Maximum | 298.1 |
| Range | 144.4 |
| Interquartile range (IQR) | 45.69 |
Descriptive statistics
| Standard deviation | 35.36624077 |
|---|---|
| Coefficient of variation (CV) | 0.1590887328 |
| Kurtosis | -0.6121700279 |
| Mean | 222.3051258 |
| Median Absolute Deviation (MAD) | 21.95 |
| Skewness | -0.01334310384 |
| Sum | 70693.03 |
| Variance | 1250.770986 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 236.7 | 3 | 0.8% | |
| 206.5 | 3 | 0.8% | |
| 210.2 | 3 | 0.8% | |
| 291.5 | 2 | 0.6% | |
| 164.6 | 2 | 0.6% | |
| 247.4 | 2 | 0.6% | |
| 160.7 | 2 | 0.6% | |
| 238.8 | 2 | 0.6% | |
| 162.6 | 2 | 0.6% | |
| 200.6 | 2 | 0.6% | |
| Other values (266) | 295 | 81.9% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 153.7 | 1 | 0.3% | |
| 154.8 | 1 | 0.3% | |
| 156.5 | 1 | 0.3% | |
| 156.6 | 1 | 0.3% | |
| 156.8 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 298.1 | 1 | 0.3% | |
| 295.5 | 1 | 0.3% | |
| 295 | 1 | 0.3% | |
| 294.1 | 1 | 0.3% | |
| 293.4 | 1 | 0.3% |
| Distinct | 293 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 268.2516981 |
|---|---|
| Minimum | 204.9 |
| Maximum | 380.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 204.9 |
|---|---|
| 5-th percentile | 223.085 |
| Q1 | 242.55 |
| median | 258.75 |
| Q3 | 289.55 |
| 95-th percentile | 341.045 |
| Maximum | 380.8 |
| Range | 175.9 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 35.26600986 |
|---|---|
| Coefficient of variation (CV) | 0.1314661197 |
| Kurtosis | 0.3492882818 |
| Mean | 268.2516981 |
| Median Absolute Deviation (MAD) | 22.55 |
| Skewness | 0.876116963 |
| Sum | 85304.04 |
| Variance | 1243.691451 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 250.9 | 3 | 0.8% | |
| 294.4 | 2 | 0.6% | |
| 246.8 | 2 | 0.6% | |
| 232.8 | 2 | 0.6% | |
| 243.6 | 2 | 0.6% | |
| 245.5 | 2 | 0.6% | |
| 286.4 | 2 | 0.6% | |
| 252 | 2 | 0.6% | |
| 283.5 | 2 | 0.6% | |
| 236.2 | 2 | 0.6% | |
| Other values (283) | 297 | 82.5% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 204.9 | 1 | 0.3% | |
| 213 | 1 | 0.3% | |
| 215.8 | 1 | 0.3% | |
| 216 | 1 | 0.3% | |
| 216.2 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 380.8 | 1 | 0.3% | |
| 379.1 | 1 | 0.3% | |
| 373.3 | 1 | 0.3% | |
| 372.7 | 1 | 0.3% | |
| 363.4 | 1 | 0.3% |
| Distinct | 232 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.51874214 |
|---|---|
| Minimum | 81.9 |
| Maximum | 127.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 81.9 |
|---|---|
| 5-th percentile | 85.555 |
| Q1 | 90.225 |
| median | 96.4 |
| Q3 | 102.3 |
| 95-th percentile | 116.245 |
| Maximum | 127.9 |
| Range | 46 |
| Interquartile range (IQR) | 12.075 |
Descriptive statistics
| Standard deviation | 9.350092005 |
|---|---|
| Coefficient of variation (CV) | 0.09587994881 |
| Kurtosis | 0.561038973 |
| Mean | 97.51874214 |
| Median Absolute Deviation (MAD) | 6.05 |
| Skewness | 0.8536777729 |
| Sum | 31010.96 |
| Variance | 87.42422049 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 101 | 6 | 1.7% | |
| 90.5 | 4 | 1.1% | |
| 100.9 | 4 | 1.1% | |
| 95.6 | 4 | 1.1% | |
| 86.5 | 3 | 0.8% | |
| 102.8 | 3 | 0.8% | |
| 102.1 | 3 | 0.8% | |
| 85.6 | 3 | 0.8% | |
| 94.3 | 3 | 0.8% | |
| 100.7 | 3 | 0.8% | |
| Other values (222) | 282 | 78.3% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 81.9 | 1 | 0.3% | |
| 82.1 | 1 | 0.3% | |
| 82.9 | 1 | 0.3% | |
| 83.5 | 1 | 0.3% | |
| 83.7 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 127.9 | 1 | 0.3% | |
| 126 | 1 | 0.3% | |
| 125.7 | 1 | 0.3% | |
| 125.1 | 1 | 0.3% | |
| 122.7 | 1 | 0.3% |
| Distinct | 289 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 42 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 489.3670755 |
|---|---|
| Minimum | 407 |
| Maximum | 642.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 407 |
|---|---|
| 5-th percentile | 426.365 |
| Q1 | 452 |
| median | 481.45 |
| Q3 | 520.45 |
| 95-th percentile | 575.15 |
| Maximum | 642.1 |
| Range | 235.1 |
| Interquartile range (IQR) | 68.45 |
Descriptive statistics
| Standard deviation | 47.64176269 |
|---|---|
| Coefficient of variation (CV) | 0.0973538374 |
| Kurtosis | 0.0861359754 |
| Mean | 489.3670755 |
| Median Absolute Deviation (MAD) | 34.35 |
| Skewness | 0.7045914955 |
| Sum | 155618.73 |
| Variance | 2269.737553 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 458.6 | 3 | 0.8% | |
| 444.9 | 3 | 0.8% | |
| 452 | 3 | 0.8% | |
| 464.4 | 3 | 0.8% | |
| 444 | 2 | 0.6% | |
| 525.9 | 2 | 0.6% | |
| 483.4 | 2 | 0.6% | |
| 539.7 | 2 | 0.6% | |
| 448 | 2 | 0.6% | |
| 464.3 | 2 | 0.6% | |
| Other values (279) | 294 | 81.7% | |
| (Missing) | 42 | 11.7% |
| Value | Count | Frequency (%) | |
| 407 | 1 | 0.3% | |
| 408.5 | 1 | 0.3% | |
| 408.9 | 1 | 0.3% | |
| 409.4 | 1 | 0.3% | |
| 410.6 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 642.1 | 1 | 0.3% | |
| 621.3 | 1 | 0.3% | |
| 619.3 | 1 | 0.3% | |
| 616.7 | 1 | 0.3% | |
| 611.9 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| item | year | month | production_broiler_chicken_compounds_ipu_thsdtonnes | production_broiler_chicken_compounds_rtl_thsdtonnes | production_layers_compounds_ipu_thsdtonnes | production_layers_compounds_rtl_thsdtonnes | production_total_poultry_feed_rtl_thsdtonnes | production_total_production_ipu_thsdtonnes | production_broiler_chicken_compounds_thsdtonnes | production_layers_compounds_thsdtonnes | production_total_poultry_feed_thsdtonnes |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1992.0 | Aug | NaN | 68.7 | NaN | 61.9 | 217.3 | NaN | NaN | NaN | NaN |
| 1 | 1992.0 | Dec | NaN | 71.9 | NaN | 72.1 | 223.4 | NaN | NaN | NaN | NaN |
| 2 | 1992.0 | Jul | NaN | 84.1 | NaN | 69.6 | 257.1 | NaN | NaN | NaN | NaN |
| 3 | 1992.0 | Nov | NaN | 69.2 | NaN | 62.0 | 219.2 | NaN | NaN | NaN | NaN |
| 4 | 1992.0 | Oct | NaN | 79.3 | NaN | 69.1 | 245.0 | NaN | NaN | NaN | NaN |
| 5 | 1992.0 | Sep | NaN | 75.3 | NaN | 63.3 | 227.9 | NaN | NaN | NaN | NaN |
| 6 | 1993.0 | Apr | NaN | 79.5 | NaN | 68.5 | 232.6 | NaN | NaN | NaN | NaN |
| 7 | 1993.0 | Aug | NaN | 76.0 | NaN | 57.4 | 219.0 | NaN | NaN | NaN | NaN |
| 8 | 1993.0 | Dec | NaN | 82.1 | NaN | 72.0 | 235.3 | NaN | NaN | NaN | NaN |
| 9 | 1993.0 | Feb | NaN | 72.9 | NaN | 58.8 | 200.1 | NaN | NaN | NaN | NaN |
Last rows
| item | year | month | production_broiler_chicken_compounds_ipu_thsdtonnes | production_broiler_chicken_compounds_rtl_thsdtonnes | production_layers_compounds_ipu_thsdtonnes | production_layers_compounds_rtl_thsdtonnes | production_total_poultry_feed_rtl_thsdtonnes | production_total_production_ipu_thsdtonnes | production_broiler_chicken_compounds_thsdtonnes | production_layers_compounds_thsdtonnes | production_total_poultry_feed_thsdtonnes |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 350 | 2021.0 | May | 133.6 | 185.7 | 8.8 | 93.0 | 353.7 | 173.5 | 319.3 | 101.8 | 527.2 |
| 351 | 2021.0 | Nov | 122.9 | 163.3 | 8.5 | 92.5 | 330.3 | 166.7 | 286.2 | 101.0 | 497.0 |
| 352 | 2021.0 | Oct | 122.0 | 160.2 | 8.3 | 90.0 | 325.0 | 165.0 | 282.2 | 98.3 | 490.0 |
| 353 | 2021.0 | Sep | 148.5 | 208.1 | 10.1 | 115.6 | 417.7 | 199.0 | 356.6 | 125.7 | 616.7 |
| 354 | 2022.0 | Apr | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 355 | 2022.0 | Feb | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 356 | 2022.0 | Jan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 357 | 2022.0 | Jun | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 358 | 2022.0 | Mar | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 359 | 2022.0 | May | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |